Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 576 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 187.3 KiB |
| Average record size in memory | 333.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 4 |
Visits Jul 21 is highly overall correlated with Total Visits | High correlation |
Amount Paid Jul 21 is highly overall correlated with Amount Paid Jul 22 and 1 other fields | High correlation |
Visits Jul 22 is highly overall correlated with Amount Paid Jul 22 and 1 other fields | High correlation |
Amount Paid Jul 22 is highly overall correlated with Amount Paid Jul 21 and 2 other fields | High correlation |
MedicalExpense is highly overall correlated with Amount Paid Jul 21 and 2 other fields | High correlation |
Total Visits is highly overall correlated with Visits Jul 21 and 2 other fields | High correlation |
S/n is uniformly distributed | Uniform |
S/n has unique values | Unique |
Reproduction
| Analysis started | 2023-04-22 20:14:00.237759 |
|---|---|
| Analysis finished | 2023-04-22 20:14:26.764213 |
| Duration | 26.53 seconds |
| Software version | version 1.0.0 |
| Download configuration | config.json |
S/n
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 576 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 302.52778 |
| Minimum | 1 |
|---|---|
| Maximum | 606 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 29.75 |
| Q1 | 152.75 |
| median | 303.5 |
| Q3 | 453.25 |
| 95-th percentile | 574.25 |
| Maximum | 606 |
| Range | 605 |
| Interquartile range (IQR) | 300.5 |
Descriptive statistics
| Standard deviation | 174.64075 |
|---|---|
| Coefficient of variation (CV) | 0.57727177 |
| Kurtosis | -1.1991006 |
| Mean | 302.52778 |
| Median Absolute Deviation (MAD) | 150.5 |
| Skewness | -0.012700739 |
| Sum | 174256 |
| Variance | 30499.391 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.2% |
| 2 | 1 | 0.2% |
| 402 | 1 | 0.2% |
| 403 | 1 | 0.2% |
| 404 | 1 | 0.2% |
| 405 | 1 | 0.2% |
| 406 | 1 | 0.2% |
| 407 | 1 | 0.2% |
| 408 | 1 | 0.2% |
| 409 | 1 | 0.2% |
| Other values (566) | 566 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 606 | 1 | |
| 604 | 1 | |
| 603 | 1 | |
| 601 | 1 | |
| 600 | 1 | |
| 599 | 1 | |
| 598 | 1 | |
| 597 | 1 | |
| 596 | 1 | |
| 594 | 1 |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| Male | |
|---|---|
| Female |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9166667 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2832 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Male | 312 | |
| Female | 264 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 312 | |
| female | 264 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 840 | |
| a | 576 | |
| l | 576 | |
| M | 312 | 11.0% |
| F | 264 | 9.3% |
| m | 264 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2256 | |
| Uppercase Letter | 576 | 20.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 840 | |
| a | 576 | |
| l | 576 | |
| m | 264 | 11.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 312 | |
| F | 264 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2832 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 840 | |
| a | 576 | |
| l | 576 | |
| M | 312 | 11.0% |
| F | 264 | 9.3% |
| m | 264 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2832 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 840 | |
| a | 576 | |
| l | 576 | |
| M | 312 | 11.0% |
| F | 264 | 9.3% |
| m | 264 | 9.3% |
Age
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.9166667 |
| Minimum | 3 |
|---|---|
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.6 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 16 |
| Maximum | 17 |
| Range | 14 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.544009 |
|---|---|
| Coefficient of variation (CV) | 0.4476643 |
| Kurtosis | -0.044024309 |
| Mean | 7.9166667 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.91577934 |
| Sum | 4560 |
| Variance | 12.56 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 103 | |
| 4 | 82 | |
| 6 | 78 | |
| 9 | 52 | |
| 7 | 52 | |
| 8 | 48 | |
| 10 | 31 | 5.4% |
| 11 | 28 | 4.9% |
| 12 | 22 | 3.8% |
| 13 | 21 | 3.6% |
| Other values (5) | 59 |
| Value | Count | Frequency (%) |
| 3 | 3 | 0.5% |
| 4 | 82 | |
| 5 | 103 | |
| 6 | 78 | |
| 7 | 52 | |
| 8 | 48 | |
| 9 | 52 | |
| 10 | 31 | 5.4% |
| 11 | 28 | 4.9% |
| 12 | 22 | 3.8% |
| Value | Count | Frequency (%) |
| 17 | 15 | 2.6% |
| 16 | 16 | 2.8% |
| 15 | 8 | 1.4% |
| 14 | 17 | 3.0% |
| 13 | 21 | |
| 12 | 22 | |
| 11 | 28 | |
| 10 | 31 | |
| 9 | 52 | |
| 8 | 48 |
Category
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.8 KiB |
| Dispensary | |
|---|---|
| Specialized Clinic (Polyclinic) | |
| District Hospital | |
| Zonal Referral Hospital | |
| Regional Referral Hospital | |
| Other values (4) |
Length
| Max length | 31 |
|---|---|
| Median length | 23 |
| Mean length | 20.638889 |
| Min length | 8 |
Characters and Unicode
| Total characters | 11888 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Specialized Clinic (Polyclinic) |
|---|---|
| 2nd row | Specialized Clinic (Polyclinic) |
| 3rd row | Health Centre |
| 4th row | Dispensary |
| 5th row | Zonal Referral Hospital |
Common Values
| Value | Count | Frequency (%) |
| Dispensary | 119 | |
| Specialized Clinic (Polyclinic) | 118 | |
| District Hospital | 109 | |
| Zonal Referral Hospital | 86 | |
| Regional Referral Hospital | 79 | |
| National Referral Hospital | 24 | 4.2% |
| Health Centre | 23 | 4.0% |
| Pharmacy | 10 | 1.7% |
| Specialized Clinics | 8 | 1.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| hospital | 298 | |
| referral | 189 | |
| specialized | 126 | |
| dispensary | 119 | 8.9% |
| clinic | 118 | 8.9% |
| polyclinic | 118 | 8.9% |
| district | 109 | 8.2% |
| zonal | 86 | 6.5% |
| regional | 79 | 5.9% |
| national | 24 | 1.8% |
| Other values (4) | 64 | 4.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1478 | |
| l | 1187 | 10.0% |
| a | 988 | 8.3% |
| e | 897 | 7.5% |
| 754 | 6.3% | |
| s | 653 | 5.5% |
| r | 639 | 5.4% |
| c | 607 | 5.1% |
| o | 605 | 5.1% |
| t | 586 | 4.9% |
| Other values (19) | 3494 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9568 | |
| Uppercase Letter | 1330 | 11.2% |
| Space Separator | 754 | 6.3% |
| Open Punctuation | 118 | 1.0% |
| Close Punctuation | 118 | 1.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 1478 | |
| l | 1187 | |
| a | 988 | |
| e | 897 | |
| s | 653 | |
| r | 639 | |
| c | 607 | |
| o | 605 | |
| t | 586 | 6.1% |
| n | 575 | 6.0% |
| Other values (8) | 1353 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 321 | |
| R | 268 | |
| D | 228 | |
| C | 149 | |
| P | 128 | 9.6% |
| S | 126 | 9.5% |
| Z | 86 | 6.5% |
| N | 24 | 1.8% |
Space Separator
| Value | Count | Frequency (%) |
| 754 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 118 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 118 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10898 | |
| Common | 990 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 1478 | |
| l | 1187 | |
| a | 988 | 9.1% |
| e | 897 | 8.2% |
| s | 653 | 6.0% |
| r | 639 | 5.9% |
| c | 607 | 5.6% |
| o | 605 | 5.6% |
| t | 586 | 5.4% |
| n | 575 | 5.3% |
| Other values (16) | 2683 |
Common
| Value | Count | Frequency (%) |
| 754 | ||
| ( | 118 | 11.9% |
| ) | 118 | 11.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11888 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 1478 | |
| l | 1187 | 10.0% |
| a | 988 | 8.3% |
| e | 897 | 7.5% |
| 754 | 6.3% | |
| s | 653 | 5.5% |
| r | 639 | 5.4% |
| c | 607 | 5.1% |
| o | 605 | 5.1% |
| t | 586 | 4.9% |
| Other values (19) | 3494 |
Ownership
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.6 KiB |
| Private | |
|---|---|
| Faith Based | |
| Government | 34 |
Length
| Max length | 11 |
|---|---|
| Median length | 7 |
| Mean length | 7.8715278 |
| Min length | 7 |
Characters and Unicode
| Total characters | 4534 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Private |
|---|---|
| 2nd row | Private |
| 3rd row | Faith Based |
| 4th row | Private |
| 5th row | Faith Based |
Common Values
| Value | Count | Frequency (%) |
| Private | 442 | |
| Faith Based | 100 | 17.4% |
| Government | 34 | 5.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| private | 442 | |
| faith | 100 | 14.8% |
| based | 100 | 14.8% |
| government | 34 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 642 | |
| e | 610 | |
| t | 576 | |
| i | 542 | |
| v | 476 | |
| r | 476 | |
| P | 442 | |
| B | 100 | 2.2% |
| d | 100 | 2.2% |
| s | 100 | 2.2% |
| Other values (7) | 470 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3758 | |
| Uppercase Letter | 676 | 14.9% |
| Space Separator | 100 | 2.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 642 | |
| e | 610 | |
| t | 576 | |
| i | 542 | |
| v | 476 | |
| r | 476 | |
| d | 100 | 2.7% |
| s | 100 | 2.7% |
| h | 100 | 2.7% |
| n | 68 | 1.8% |
| Other values (2) | 68 | 1.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 442 | |
| B | 100 | 14.8% |
| F | 100 | 14.8% |
| G | 34 | 5.0% |
Space Separator
| Value | Count | Frequency (%) |
| 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4434 | |
| Common | 100 | 2.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 642 | |
| e | 610 | |
| t | 576 | |
| i | 542 | |
| v | 476 | |
| r | 476 | |
| P | 442 | |
| B | 100 | 2.3% |
| d | 100 | 2.3% |
| s | 100 | 2.3% |
| Other values (6) | 370 |
Common
| Value | Count | Frequency (%) |
| 100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4534 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 642 | |
| e | 610 | |
| t | 576 | |
| i | 542 | |
| v | 476 | |
| r | 476 | |
| P | 442 | |
| B | 100 | 2.2% |
| d | 100 | 2.2% |
| s | 100 | 2.2% |
| Other values (7) | 470 |
Region
Categorical
| Distinct | 24 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| Kinondoni | |
|---|---|
| Temeke | |
| Ilala | |
| Mwanza | |
| Kilimanjaro | |
| Other values (19) |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 7.3263889 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4220 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | Temeke |
|---|---|
| 2nd row | Ilala |
| 3rd row | Morogoro |
| 4th row | Unguja |
| 5th row | Kilimanjaro |
Common Values
| Value | Count | Frequency (%) |
| Kinondoni | 233 | |
| Temeke | 68 | 11.8% |
| Ilala | 57 | 9.9% |
| Mwanza | 45 | 7.8% |
| Kilimanjaro | 31 | 5.4% |
| Unguja | 26 | 4.5% |
| Geita | 22 | 3.8% |
| Mbeya | 19 | 3.3% |
| Arusha | 11 | 1.9% |
| Pwani | 10 | 1.7% |
| Other values (14) | 54 | 9.4% |
Length
| Value | Count | Frequency (%) |
| kinondoni | 233 | |
| temeke | 68 | 11.8% |
| ilala | 57 | 9.9% |
| mwanza | 45 | 7.8% |
| kilimanjaro | 31 | 5.4% |
| unguja | 26 | 4.5% |
| geita | 22 | 3.8% |
| mbeya | 19 | 3.3% |
| arusha | 11 | 1.9% |
| pwani | 10 | 1.7% |
| Other values (14) | 54 | 9.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 837 | |
| i | 577 | |
| o | 557 | |
| a | 415 | |
| K | 269 | 6.4% |
| e | 254 | 6.0% |
| d | 241 | 5.7% |
| l | 145 | 3.4% |
| m | 109 | 2.6% |
| T | 83 | 2.0% |
| Other values (23) | 733 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3644 | |
| Uppercase Letter | 576 | 13.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 837 | |
| i | 577 | |
| o | 557 | |
| a | 415 | |
| e | 254 | 7.0% |
| d | 241 | 6.6% |
| l | 145 | 4.0% |
| m | 109 | 3.0% |
| r | 74 | 2.0% |
| k | 69 | 1.9% |
| Other values (11) | 366 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 269 | |
| T | 83 | 14.4% |
| M | 74 | 12.8% |
| I | 62 | 10.8% |
| U | 26 | 4.5% |
| G | 22 | 3.8% |
| A | 11 | 1.9% |
| P | 10 | 1.7% |
| S | 9 | 1.6% |
| D | 5 | 0.9% |
| Other values (2) | 5 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4220 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 837 | |
| i | 577 | |
| o | 557 | |
| a | 415 | |
| K | 269 | 6.4% |
| e | 254 | 6.0% |
| d | 241 | 5.7% |
| l | 145 | 3.4% |
| m | 109 | 2.6% |
| T | 83 | 2.0% |
| Other values (23) | 733 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4220 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 837 | |
| i | 577 | |
| o | 557 | |
| a | 415 | |
| K | 269 | 6.4% |
| e | 254 | 6.0% |
| d | 241 | 5.7% |
| l | 145 | 3.4% |
| m | 109 | 2.6% |
| T | 83 | 2.0% |
| Other values (23) | 733 |
Visits Jul 21
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.328125 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.78350869 |
|---|---|
| Coefficient of variation (CV) | 0.58993596 |
| Kurtosis | 25.237724 |
| Mean | 1.328125 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.1841688 |
| Sum | 765 |
| Variance | 0.61388587 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 444 | |
| 2 | 102 | 17.7% |
| 3 | 17 | 3.0% |
| 4 | 7 | 1.2% |
| 5 | 3 | 0.5% |
| 8 | 2 | 0.3% |
| 7 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 444 | |
| 2 | 102 | 17.7% |
| 3 | 17 | 3.0% |
| 4 | 7 | 1.2% |
| 5 | 3 | 0.5% |
| 7 | 1 | 0.2% |
| 8 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 8 | 2 | 0.3% |
| 7 | 1 | 0.2% |
| 5 | 3 | 0.5% |
| 4 | 7 | 1.2% |
| 3 | 17 | 3.0% |
| 2 | 102 | 17.7% |
| 1 | 444 |
Amount Paid Jul 21
Real number (ℝ)
| Distinct | 428 |
|---|---|
| Distinct (%) | 74.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36415.174 |
| Minimum | 1000 |
|---|---|
| Maximum | 775000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.6 KiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 5075 |
| Q1 | 10937.5 |
| median | 20130 |
| Q3 | 35000 |
| 95-th percentile | 96662.5 |
| Maximum | 775000 |
| Range | 774000 |
| Interquartile range (IQR) | 24062.5 |
Descriptive statistics
| Standard deviation | 70229.907 |
|---|---|
| Coefficient of variation (CV) | 1.9285891 |
| Kurtosis | 49.510713 |
| Mean | 36415.174 |
| Median Absolute Deviation (MAD) | 10750 |
| Skewness | 6.3791121 |
| Sum | 20975140 |
| Variance | 4.9322399 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17000 | 8 | 1.4% |
| 7000 | 6 | 1.0% |
| 29000 | 5 | 0.9% |
| 8950 | 5 | 0.9% |
| 8000 | 5 | 0.9% |
| 21000 | 5 | 0.9% |
| 35000 | 4 | 0.7% |
| 10000 | 4 | 0.7% |
| 22000 | 4 | 0.7% |
| 19500 | 4 | 0.7% |
| Other values (418) | 526 |
| Value | Count | Frequency (%) |
| 1000 | 1 | |
| 1400 | 1 | |
| 1500 | 1 | |
| 2000 | 1 | |
| 2250 | 1 | |
| 2500 | 1 | |
| 2600 | 1 | |
| 2900 | 1 | |
| 3000 | 1 | |
| 3120 | 1 |
| Value | Count | Frequency (%) |
| 775000 | 1 | |
| 653250 | 1 | |
| 649600 | 1 | |
| 522240 | 1 | |
| 435160 | 1 | |
| 374720 | 1 | |
| 374300 | 1 | |
| 357200 | 1 | |
| 325570 | 1 | |
| 315020 | 1 |
Visits Jul 22
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4947917 |
| Minimum | 1 |
|---|---|
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 17 |
| Range | 16 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1556924 |
|---|---|
| Coefficient of variation (CV) | 0.77314616 |
| Kurtosis | 66.551774 |
| Mean | 1.4947917 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.375838 |
| Sum | 861 |
| Variance | 1.335625 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 405 | |
| 2 | 110 | 19.1% |
| 3 | 40 | 6.9% |
| 4 | 14 | 2.4% |
| 5 | 3 | 0.5% |
| 9 | 2 | 0.3% |
| 10 | 1 | 0.2% |
| 17 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 405 | |
| 2 | 110 | 19.1% |
| 3 | 40 | 6.9% |
| 4 | 14 | 2.4% |
| 5 | 3 | 0.5% |
| 9 | 2 | 0.3% |
| 10 | 1 | 0.2% |
| 17 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 17 | 1 | 0.2% |
| 10 | 1 | 0.2% |
| 9 | 2 | 0.3% |
| 5 | 3 | 0.5% |
| 4 | 14 | 2.4% |
| 3 | 40 | 6.9% |
| 2 | 110 | 19.1% |
| 1 | 405 |
Amount Paid Jul 22
Real number (ℝ)
| Distinct | 456 |
|---|---|
| Distinct (%) | 79.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35672.422 |
| Minimum | 1000 |
|---|---|
| Maximum | 597220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.6 KiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 5671.25 |
| Q1 | 10795 |
| median | 21475 |
| Q3 | 41000 |
| 95-th percentile | 108120 |
| Maximum | 597220 |
| Range | 596220 |
| Interquartile range (IQR) | 30205 |
Descriptive statistics
| Standard deviation | 51382.401 |
|---|---|
| Coefficient of variation (CV) | 1.4403957 |
| Kurtosis | 44.859557 |
| Mean | 35672.422 |
| Median Absolute Deviation (MAD) | 12045 |
| Skewness | 5.6590324 |
| Sum | 20547315 |
| Variance | 2.6401512 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25000 | 6 | 1.0% |
| 9600 | 6 | 1.0% |
| 11600 | 5 | 0.9% |
| 10000 | 5 | 0.9% |
| 33200 | 4 | 0.7% |
| 39000 | 4 | 0.7% |
| 7000 | 4 | 0.7% |
| 24100 | 3 | 0.5% |
| 32500 | 3 | 0.5% |
| 16000 | 3 | 0.5% |
| Other values (446) | 533 |
| Value | Count | Frequency (%) |
| 1000 | 1 | |
| 2000 | 1 | |
| 3000 | 2 | |
| 3500 | 1 | |
| 3600 | 1 | |
| 3610 | 1 | |
| 3900 | 1 | |
| 3950 | 1 | |
| 4000 | 2 | |
| 4100 | 1 |
| Value | Count | Frequency (%) |
| 597220 | 1 | |
| 489925 | 1 | |
| 416005 | 1 | |
| 338445 | 1 | |
| 331110 | 1 | |
| 251070 | 1 | |
| 248000 | 2 | |
| 221050 | 1 | |
| 217500 | 1 | |
| 193390 | 1 |
MedicalExpense
Real number (ℝ)
| Distinct | 541 |
|---|---|
| Distinct (%) | 93.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72087.595 |
| Minimum | 5000 |
|---|---|
| Maximum | 800000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.6 KiB |
Quantile statistics
| Minimum | 5000 |
|---|---|
| 5-th percentile | 13990 |
| Q1 | 24370 |
| median | 46925 |
| Q3 | 80210 |
| 95-th percentile | 212762.5 |
| Maximum | 800000 |
| Range | 795000 |
| Interquartile range (IQR) | 55840 |
Descriptive statistics
| Standard deviation | 92399.047 |
|---|---|
| Coefficient of variation (CV) | 1.2817607 |
| Kurtosis | 21.50151 |
| Mean | 72087.595 |
| Median Absolute Deviation (MAD) | 24360 |
| Skewness | 4.1223596 |
| Sum | 41522455 |
| Variance | 8.5375838 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30200 | 3 | 0.5% |
| 18450 | 3 | 0.5% |
| 37600 | 3 | 0.5% |
| 40550 | 2 | 0.3% |
| 15900 | 2 | 0.3% |
| 102200 | 2 | 0.3% |
| 113050 | 2 | 0.3% |
| 41700 | 2 | 0.3% |
| 60000 | 2 | 0.3% |
| 37700 | 2 | 0.3% |
| Other values (531) | 553 |
| Value | Count | Frequency (%) |
| 5000 | 1 | |
| 8650 | 1 | |
| 9180 | 1 | |
| 9250 | 1 | |
| 9450 | 1 | |
| 10000 | 1 | |
| 10100 | 1 | |
| 10200 | 1 | |
| 10390 | 1 | |
| 10430 | 1 |
| Value | Count | Frequency (%) |
| 800000 | 1 | |
| 733400 | 1 | |
| 709550 | 1 | |
| 643620 | 1 | |
| 530040 | 1 | |
| 525925 | 1 | |
| 482200 | 1 | |
| 463110 | 1 | |
| 453525 | 1 | |
| 435000 | 1 |
Total Visits
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8229167 |
| Minimum | 2 |
|---|---|
| Maximum | 19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 19 |
| Range | 17 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.5162525 |
|---|---|
| Coefficient of variation (CV) | 0.53712267 |
| Kurtosis | 33.304484 |
| Mean | 2.8229167 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.6156669 |
| Sum | 1626 |
| Variance | 2.2990217 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 323 | |
| 3 | 148 | |
| 4 | 60 | 10.4% |
| 5 | 26 | 4.5% |
| 6 | 9 | 1.6% |
| 11 | 2 | 0.3% |
| 12 | 2 | 0.3% |
| 13 | 1 | 0.2% |
| 9 | 1 | 0.2% |
| 8 | 1 | 0.2% |
| Other values (3) | 3 | 0.5% |
| Value | Count | Frequency (%) |
| 2 | 323 | |
| 3 | 148 | |
| 4 | 60 | 10.4% |
| 5 | 26 | 4.5% |
| 6 | 9 | 1.6% |
| 7 | 1 | 0.2% |
| 8 | 1 | 0.2% |
| 9 | 1 | 0.2% |
| 10 | 1 | 0.2% |
| 11 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 19 | 1 | 0.2% |
| 13 | 1 | 0.2% |
| 12 | 2 | 0.3% |
| 11 | 2 | 0.3% |
| 10 | 1 | 0.2% |
| 9 | 1 | 0.2% |
| 8 | 1 | 0.2% |
| 7 | 1 | 0.2% |
| 6 | 9 | 1.6% |
| 5 | 26 |
| S/n | Age | Visits Jul 21 | Amount Paid Jul 21 | Visits Jul 22 | Amount Paid Jul 22 | MedicalExpense | Total Visits | Gender | Category | Ownership | Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| S/n | 1.000 | 0.254 | -0.000 | 0.044 | 0.069 | 0.086 | 0.078 | 0.047 | 0.000 | 0.043 | 0.000 | 0.059 |
| Age | 0.254 | 1.000 | 0.022 | -0.019 | -0.056 | -0.021 | -0.015 | -0.038 | 0.017 | 0.045 | 0.000 | 0.093 |
| Visits Jul 21 | -0.000 | 0.022 | 1.000 | 0.500 | 0.119 | 0.149 | 0.381 | 0.654 | 0.000 | 0.089 | 0.149 | 0.000 |
| Amount Paid Jul 21 | 0.044 | -0.019 | 0.500 | 1.000 | 0.067 | 0.505 | 0.825 | 0.336 | 0.000 | 0.115 | 0.219 | 0.000 |
| Visits Jul 22 | 0.069 | -0.056 | 0.119 | 0.067 | 1.000 | 0.528 | 0.376 | 0.781 | 0.000 | 0.000 | 0.053 | 0.000 |
| Amount Paid Jul 22 | 0.086 | -0.021 | 0.149 | 0.505 | 0.528 | 1.000 | 0.866 | 0.466 | 0.000 | 0.136 | 0.000 | 0.000 |
| MedicalExpense | 0.078 | -0.015 | 0.381 | 0.825 | 0.376 | 0.866 | 1.000 | 0.512 | 0.000 | 0.178 | 0.168 | 0.000 |
| Total Visits | 0.047 | -0.038 | 0.654 | 0.336 | 0.781 | 0.466 | 0.512 | 1.000 | 0.059 | 0.048 | 0.112 | 0.000 |
| Gender | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.059 | 1.000 | 0.000 | 0.000 | 0.000 |
| Category | 0.043 | 0.045 | 0.089 | 0.115 | 0.000 | 0.136 | 0.178 | 0.048 | 0.000 | 1.000 | 0.412 | 0.374 |
| Ownership | 0.000 | 0.000 | 0.149 | 0.219 | 0.053 | 0.000 | 0.168 | 0.112 | 0.000 | 0.412 | 1.000 | 0.439 |
| Region | 0.059 | 0.093 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.374 | 0.439 | 1.000 |
| S/n | Gender | Age | Category | Ownership | Region | Visits Jul 21 | Amount Paid Jul 21 | Visits Jul 22 | Amount Paid Jul 22 | MedicalExpense | Total Visits | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Female | 4 | Specialized Clinic (Polyclinic) | Private | Temeke | 1 | 28000 | 1 | 11600 | 39600 | 2 |
| 1 | 2 | Male | 4 | Specialized Clinic (Polyclinic) | Private | Ilala | 1 | 31950 | 2 | 46960 | 78910 | 3 |
| 2 | 3 | Male | 4 | Health Centre | Faith Based | Morogoro | 1 | 5350 | 1 | 3900 | 9250 | 2 |
| 3 | 4 | Male | 4 | Dispensary | Private | Unguja | 1 | 10100 | 3 | 18460 | 28560 | 4 |
| 4 | 5 | Male | 9 | Zonal Referral Hospital | Faith Based | Kilimanjaro | 2 | 61000 | 3 | 49700 | 110700 | 5 |
| 5 | 6 | Male | 4 | Specialized Clinic (Polyclinic) | Private | Kinondoni | 1 | 7000 | 1 | 12660 | 19660 | 2 |
| 6 | 7 | Male | 16 | Regional Referral Hospital | Private | Geita | 2 | 74380 | 1 | 14130 | 88510 | 3 |
| 7 | 8 | Male | 5 | District Hospital | Faith Based | Tanga | 2 | 28200 | 1 | 15000 | 43200 | 3 |
| 8 | 9 | Male | 16 | Specialized Clinic (Polyclinic) | Private | Kinondoni | 1 | 19500 | 1 | 27960 | 47460 | 2 |
| 9 | 10 | Female | 4 | Regional Referral Hospital | Private | Kinondoni | 3 | 104760 | 1 | 26000 | 130760 | 4 |
| S/n | Gender | Age | Category | Ownership | Region | Visits Jul 21 | Amount Paid Jul 21 | Visits Jul 22 | Amount Paid Jul 22 | MedicalExpense | Total Visits | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 566 | 594 | Male | 11 | District Hospital | Private | Temeke | 1 | 7380 | 2 | 34150 | 41530 | 3 |
| 567 | 596 | Male | 7 | National Referral Hospital | Government | Kinondoni | 1 | 27000 | 1 | 27500 | 54500 | 2 |
| 568 | 597 | Female | 5 | District Hospital | Private | Temeke | 1 | 21600 | 1 | 11500 | 33100 | 2 |
| 569 | 598 | Male | 7 | District Hospital | Private | Temeke | 2 | 12900 | 2 | 28800 | 41700 | 4 |
| 570 | 599 | Male | 4 | Regional Referral Hospital | Private | Kinondoni | 1 | 38450 | 1 | 15180 | 53630 | 2 |
| 571 | 600 | Female | 11 | Dispensary | Private | Unguja | 1 | 10030 | 1 | 6000 | 16030 | 2 |
| 572 | 601 | Male | 15 | Specialized Clinic (Polyclinic) | Private | Arusha | 2 | 30200 | 2 | 142000 | 172200 | 4 |
| 573 | 603 | Female | 8 | Zonal Referral Hospital | Private | Kinondoni | 1 | 20700 | 3 | 112950 | 133650 | 4 |
| 574 | 604 | Male | 10 | Regional Referral Hospital | Private | Kinondoni | 1 | 7000 | 3 | 136310 | 143310 | 4 |
| 575 | 606 | Male | 6 | National Referral Hospital | Faith Based | Kinondoni | 2 | 42950 | 2 | 80250 | 123200 | 4 |